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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pharmacol.</journal-id>
<journal-title>Frontiers in Pharmacology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pharmacol.</abbrev-journal-title>
<issn pub-type="epub">1663-9812</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1130562</article-id>
<article-id pub-id-type="doi">10.3389/fphar.2023.1130562</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pharmacology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Understanding the role of the gut microbiome in gastrointestinal cancer: A review</article-title>
<alt-title alt-title-type="left-running-head">A&#x11f;ag&#xfc;nd&#xfc;z et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphar.2023.1130562">10.3389/fphar.2023.1130562</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>A&#x11f;ag&#xfc;nd&#xfc;z</surname>
<given-names>Duygu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1281295/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cocozza</surname>
<given-names>Ermelinda</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cemali</surname>
<given-names>&#xd6;zge</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2161317/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bayaz&#x131;t</surname>
<given-names>Ay&#x15f;e Derya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2152298/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nan&#xec;</surname>
<given-names>Maria Francesca</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cerqua</surname>
<given-names>Ida</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Morgillo</surname>
<given-names>Floriana</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/449942/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sayg&#x131;l&#x131;</surname>
<given-names>Suna Karadeniz</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2153464/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Berni Canani</surname>
<given-names>Roberto</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/217284/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Amero</surname>
<given-names>Paola</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2069838/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Capasso</surname>
<given-names>Raffaele</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/75732/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Nutrition and Dietetics</institution>, <institution>Gazi University</institution>, <institution>Emek</institution>, <addr-line>Ankara</addr-line>, <country>Turkey</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>MERCK S.P.A.</institution>, <addr-line>Rome</addr-line>, <country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Pharmacy</institution>, <institution>University of Naples &#x201c;Federico II&#x201d;</institution>, <addr-line>Naples</addr-line>, <country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Medical Oncology</institution>, <institution>Department of Precision Medicine</institution>, <institution>Universit&#xe0; degli Studi della Campania &#x201c;Luigi Vanvitelli&#x201d;</institution>, <addr-line>Naples</addr-line>, <country>Italy</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Experimental Therapeutics</institution>, <institution>The University of Texas MD Anderson Cancer Center</institution>, <addr-line>Houston</addr-line>, <addr-line>TX</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Histology and Embryology</institution>, <institution>K&#xfc;tahya Health Sciences University</institution>, <addr-line>K&#xfc;tahya</addr-line>, <country>Turkey</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Department of Translational Medical Science and ImmunoNutritionLab at CEINGE Biotechnologies Research Center and Task Force for Microbiome Studies</institution>, <institution>University of Naples Federico II</institution>, <addr-line>Naples</addr-line>, <country>Italy</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Department of Agricultural Sciences</institution>, <institution>University of Naples Federico II</institution>, <addr-line>Portici</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/29024/overview">Ludovico Abenavoli</ext-link>, Magna Gr&#x00E6;cia University, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/892579/overview">Natasa Milic</ext-link>, University of Novi Sad, Serbia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1274612/overview">Raffaele Addeo</ext-link>, Aslnapoli2nord Oncologia, Italy</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Raffaele Capasso, <email>rafcapas@unina.it</email>; Paola Amero, <email>PAmero@mdanderson.org</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Gastrointestinal and Hepatic Pharmacology, a section of the journal Frontiers in Pharmacology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="ecorrected">
<day>30</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1130562</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 A&#x11f;ag&#xfc;nd&#xfc;z, Cocozza, Cemali, Bayaz&#x131;t, Nan&#xec;, Cerqua, Morgillo, Sayg&#x131;l&#x131;, Berni Canani, Amero and Capasso.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>A&#x11f;ag&#xfc;nd&#xfc;z, Cocozza, Cemali, Bayaz&#x131;t, Nan&#xec;, Cerqua, Morgillo, Sayg&#x131;l&#x131;, Berni Canani, Amero and Capasso</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Gastrointestinal cancer represents one of the most diagnosed types of cancer. Cancer is a genetic and multifactorial disease, influenced by the host and environmental factors. It has been stated that 20% of cancer is caused by microorganisms such as <italic>Helicobacter pylori</italic>, hepatitis B and C virus, and human papillomavirus. In addition to these well-known microorganisms associated with cancer, it has been shown differences in the composition of the microbiota between healthy individuals and cancer patients. Some studies have suggested the existence of the selected microorganisms and their metabolites that can promote or inhibit tumorigenesis <italic>via</italic> some mechanisms. Recent findings have shown that gut microbiome and their metabolites can act as cancer promotors or inhibitors. It has been shown that gastrointestinal cancer can be caused by a dysregulation of the expression of non-coding RNA (ncRNA) through the gut microbiome. This review will summarize the latest reports regarding the relationship among gut microbiome, ncRNAs, and gastrointestinal cancer. The potential applications of diagnosing and cancer treatments will be discussed.</p>
</abstract>
<kwd-group>
<kwd>microbiome</kwd>
<kwd>gastrointestinal cancer</kwd>
<kwd>non-coding RNAs</kwd>
<kwd>therapeutics</kwd>
<kwd>diagnosis</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>&#x201c;<italic>Microbiome</italic>&#x201d; and &#x201c;<italic>cancer</italic>&#x201d; are the most popular topics of today&#x2019;s modern age. All human surfaces and all the cavities that communicate with the outside are populated by an ecosystem of microorganisms, such as bacteria, viruses, protozoa, fungi, and archaea. This population of microbes has a complex, individual, and variable nature; its composition is influenced by the genetics of the host, dietary habits, lifestyle, and microbial exposure at birth (<xref ref-type="bibr" rid="B217">Zitvogel et al., 2016</xref>). An average of ten times more bacteria has been calculated than the number of cells in the human body (<xref ref-type="bibr" rid="B81">Guarner and Malagelada, 2003</xref>), between 500 and 1,000 different species of microorganisms. The scientific community has agreed on defining &#x201c;<italic>microbiota</italic>&#x201d; as the totality of microbial organisms present in certain environments, while the term <italic>&#x201c;microbiome&#x201d;</italic> the genetic information inherent in the microbiota itself. The microbiome presents a great variability in its composition both between different subjects and within the same subject, in different anatomical sites and tissues (<xref ref-type="bibr" rid="B80">Guarner et al., 2003</xref>). Individual and inter-individual differences are thought to be the underlying cause of many diseases and health problems, in gastrointestinal (GI) cancers; therefore, they play a key role in both diagnosis and treatment.</p>
<p>Although cancer is generally accepted as a disease caused by genetic characteristics and environmental factors, it has been reported that the effect of microorganisms on cancer could be approximately 20% of cancers human beings suffer from (<xref ref-type="bibr" rid="B45">De Martel et al., 2012</xref>). Digestive system cancers account for approximately one-third of cancers that result in death. At least 15%&#x2013;20% of cancers are triggered by infectious agents; 20%&#x2013;30% are associated with tobacco products, 30%&#x2013;35% with diet, lack of physical activity, and/or energy balance disorder (obesity) (<xref ref-type="bibr" rid="B4">Anand et al., 2008</xref>). Targeted therapies are effective in the treatment of certain types of cancer. Many cancer types are treated by traditional chemotherapy treatments with varying efficacy and side effects. Cancer prevention is the main target, and it is reported that a better understanding of the interactions between gut microbiota, barrier function, and inflammatory responses is significant in identifying new targets in cancer therapy (<xref ref-type="bibr" rid="B26">Bultman, 2016</xref>; <xref ref-type="bibr" rid="B168">Sun and Kato, 2016</xref>).</p>
<p>This review aims to examine the role of the gut microbiota in the development of digestive system cancers, point out the potential factors-metabolites that can modulate this relationship, and comprehensively evaluate their potential role in diagnosis and treatment.</p>
</sec>
<sec id="s2">
<title>2 GI microbiome</title>
<p>Despite the heterogeneity found in the microbiome (<xref ref-type="bibr" rid="B7">Arumugam et al., 2011</xref>), based on the analysis of deoxyribonucleic acid (DNA) sequences from 39 samples belonging to subjects of six different nationalities, three main bacterial strains, which are <italic>Bacteroides</italic>, <italic>Prevotella</italic>, and <italic>Ruminococcus</italic> have been identified which are independent of age, sex, geographical area or diet, and based on the prevalence of one of them, each individual is cataloged in one of three enterotypes. This enterotype is linked to specific functions of the subject, such as the production of some nutrients like vitamins and the predisposition to some non-communicable diseases (NCDs) (<xref ref-type="bibr" rid="B101">Kau et al., 2011</xref>).</p>
<p>The number of microorganisms is very high in the oral cavity, where it consists mainly of <italic>Firmicutes</italic> and <italic>Proteobacteria</italic>. At the level of the esophagus, the <italic>Firmicutes</italic> increase even more. In the stomach involved in the secretion of hydrochloric acid in which the pH is strongly acidic (pH &#x2248; 2), there are a few bacteria among which the most abundant are the <italic>Firmicutes</italic>, <italic>Proteobacteria</italic>, and <italic>Actinobacteria</italic>. The duodenum also has a low microbial population due to the rapid transit time and the secretion of bile and pancreatic fluids that kill most of the ingested bacteria, and because of propulsive motor activity that prevents stable colonization of the lumen.</p>
<p>There is a progressive increase in the number of species from mouth to ileum: first, the Gram (&#x2212;) and then the obligate anaerobes increase. At the level of mouth and ileum, in which the digestion and absorption of monosaccharides, amino acids, and fatty acids take place, there are <italic>Enterococci</italic> and <italic>Lactobacilli</italic>, while in the ileum and the colon (at the level of which the bile acid is absorbed) there is a myriad of bacteria, including <italic>Ruminococcus, Staphylococcus, Streptococcus, Peptococcus, Escherichia, Eubacterium, Clostridium</italic>, and many others are less abundant such as <italic>Proteobacteria</italic>, <italic>Actinobacteria</italic> and <italic>Fusobacteria</italic> (<xref ref-type="bibr" rid="B90">Hold et al., 2002</xref>; <xref ref-type="bibr" rid="B84">Hayashi et al., 2003</xref>; <xref ref-type="bibr" rid="B53">Eckburg et al., 2005</xref>; <xref ref-type="bibr" rid="B85">Hayashi et al., 2005</xref>; <xref ref-type="bibr" rid="B190">Wang et al., 2005</xref>; <xref ref-type="bibr" rid="B48">Delgado et al., 2006</xref>; <xref ref-type="bibr" rid="B34">Chung et al., 2016</xref>; <xref ref-type="bibr" rid="B115">Lu et al., 2016</xref>). The gut microbiome is the set of symbiotic microorganisms, which are bacteria, viruses, fungi, and protozoa, found in the digestive tract of mankind, about 1010-1012cells/Gram or milliliter of luminal content, 500&#x2013;1,000 different species, mostly anaerobic non-sporogenous, and species that cannot be identified by conventional methods (<xref ref-type="bibr" rid="B11">Backhed et al., 2005</xref>; <xref ref-type="bibr" rid="B142">Qin et al., 2010</xref>).</p>
<p>Most of the species that make up the gut microbiome of the gastrointestinal tract (GIT) are included in the five main phyla in the taxonomic classification. They are listed as <italic>Firmicutes</italic> (60%&#x2013;80%), <italic>Bacteroidetes</italic> (15%&#x2013;25%), <italic>Actinobacteria</italic> (2.5%&#x2013;5%), Proteobacteria (1%&#x2013;10%) and <italic>Verrucomicrobia</italic> (0.1%&#x2013;2.2%). The main bacterial phyla and species in the human digestive tract microbiota are shown in <xref ref-type="table" rid="T1">Table 1</xref> (<xref ref-type="bibr" rid="B178">T&#xf6;z&#xfc;n, 2019</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Major bacterial phyla and species in human gut microbiota.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Phlya</th>
<th align="center">Species</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="center">
<italic>Firmicutes</italic>
</td>
<td align="center">
<italic>- Ruminococcus</italic>
</td>
</tr>
<tr>
<td align="center">
<italic>- Clostridium</italic>
</td>
</tr>
<tr>
<td align="center">
<italic>- Lactobacillus</italic>
</td>
</tr>
<tr>
<td align="center">
<italic>- Enterococcus</italic>
</td>
</tr>
<tr>
<td rowspan="3" align="center">
<italic>Bacteroidetes</italic>
</td>
<td align="center">
<italic>- Bacteroides</italic>
</td>
</tr>
<tr>
<td align="center">
<italic>- Prevoetella</italic>
</td>
</tr>
<tr>
<td align="center">
<italic>- Xlanibacter</italic>
</td>
</tr>
<tr>
<td align="center">
<italic>Actinobacteria</italic>
</td>
<td align="center">
<italic>- Bifidobacterium</italic>
</td>
</tr>
<tr>
<td rowspan="2" align="center">
<italic>Proteobacteria</italic>
</td>
<td align="center">
<italic>- Escherichia</italic>
</td>
</tr>
<tr>
<td align="center">
<italic>-</italic> Enterobacteriaceae</td>
</tr>
<tr>
<td align="center">
<italic>Verrucomicrobia</italic>
</td>
<td align="center">
<italic>- Akkermansia muciniphila</italic>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>There is fast-growing literature examining and reporting the relationship between the bacterial composition, structure, and functional capacity of the microbiome in health and diseases. In the gut microbiome, a decrease in beneficial bacteria populations and an increase in pathogenic bacteria populations, changes in bacterial content, and deterioration of balance are defined as dysbiosis. Dysbiosis affects health negatively by preventing the regular functioning of the immune system and may play a role in the pathogenesis of some diseases (<xref ref-type="bibr" rid="B187">von Martels et al., 2017</xref>). Dysbiosis has been correlated with inflammatory diseases (<xref ref-type="bibr" rid="B63">Frank et al., 2007</xref>; <xref ref-type="bibr" rid="B142">Qin et al., 2010</xref>; <xref ref-type="bibr" rid="B100">Jostins et al., 2012</xref>), metabolic disorders (<xref ref-type="bibr" rid="B111">Ley et al., 2005</xref>), and tumors (<xref ref-type="bibr" rid="B110">Lertpiriyapong et al., 2014</xref>; <xref ref-type="bibr" rid="B107">Lam et al., 2017</xref>; <xref ref-type="bibr" rid="B218">Zitvogel et al., 2017</xref>).</p>
</sec>
<sec id="s3">
<title>3 Drivers of the gut microbiome composition</title>
<p>The lack of adequate laboratory techniques has for a long time conditioned the study of the intestinal microbiome, being the classical inadequate cultivation method since most of the flora is made up of anaerobic germs. Fortunately, the development of techniques based on the sequencing of the 16S ribosomal RNA (16S rRNA) has facilitated the identification and classification of bacteria.</p>
<p>The colonization of the gastrointestinal tract begins at birth with <italic>Bacteroides</italic> and <italic>Bifidobacteria</italic> in the event of a vaginal delivery. On the other hand, it mostly begins with feeding in the cesarean delivery.</p>
<p>In addition to the type of birth, the type of feeding is also a significant determinant of the intestinal microbiota of infants. While <italic>Bifidobacterium</italic> and <italic>Lactobacillus</italic> provide colonization in the intestinal microbiota of breastfed infants; <italic>Enterococcus, Enterobacteria, Bacteroides, Clostridium</italic>, and other anaerobic <italic>Streptococcus</italic> bacteria provide colonization in the intestinal microbiota of formula-fed infants (<xref ref-type="bibr" rid="B78">Groer et al., 2014</xref>). Microbiome composition and diversity may vary depending on age. The first year of life is fundamental for the establishment of the microbiome, which then variably evolves into adulthood from person to person (<xref ref-type="bibr" rid="B79">Gronlund et al., 1999</xref>; <xref ref-type="bibr" rid="B83">Harmsen et al., 2000</xref>; <xref ref-type="bibr" rid="B131">Palmer et al., 2007</xref>). In children between 1 and 7 years of age, there is a greater number of <italic>Enterobacteria</italic> than in adults with a greater abundance of general <italic>Bifidobacterium</italic> and <italic>Clostridium</italic> (<xref ref-type="bibr" rid="B54">Enck et al., 2009</xref>; <xref ref-type="bibr" rid="B2">Agans et al., 2011</xref>). The composition of the microbiota is very dynamic in the first 3&#xa0;years of life and then becomes more stable and complex in adulthood (<xref ref-type="bibr" rid="B182">Turroni et al., 2009</xref>). In geriatric age, there is a significant variation in its composition with an increase in <italic>Bacteroides, Escherichia coli, Streptococcus, Clostridia, Lactobacilli</italic>, and <italic>Bifidobacterium</italic> decrease (<xref ref-type="bibr" rid="B199">Woodmansey, 2007</xref>).</p>
<p>The microbiome is particularly abundant in the cecum and the right colon due to the large availability of substrates and the favorable environment for bacterial growth (low transit time, ready availability of nutrients, favorable pH, <italic>etc.</italic>) (<xref ref-type="bibr" rid="B153">Savage, 1977</xref>; <xref ref-type="bibr" rid="B13">Bengmark, 2001</xref>). The stomach has a bacterial concentration of about 107 bacteria, therefore much lower than the distal tracts of the gastrointestinal system. The duodenum bacteria have been little studied, except for their involvement in some diseases, such as irritable bowel syndrome (IBS), in which both bacterial growth and a reduction in microbial diversity have been found (<xref ref-type="bibr" rid="B71">Giamarellos-Bourboulis et al., 2015</xref>). In any case, tumors of the duodenum are rare, and the relevance of bacterial involvement has not yet been investigated extensively. Besides, although the jejunum and ileum are the longest part of the gastrointestinal system and with the widest contact surface, the recovery of samples in this region remains a challenge (<xref ref-type="bibr" rid="B194">Wang and Yang, 2013</xref>). Molecular analyses of the 16S rRNA gene have shown that jejunum hosts a bacterial community less complex than the distal ileum and the large intestine (<xref ref-type="bibr" rid="B190">Wang et al., 2005</xref>); nevertheless, the knowledge on the microbial community of the small intestine is still limited both in healthy individuals and patients. On the other hand, the colon hosts one of the most populous and diverse bacterial communities that are distributed between the lumen and the mucosa (<xref ref-type="bibr" rid="B193">Wang et al., 2003</xref>; <xref ref-type="bibr" rid="B53">Eckburg et al., 2005</xref>).</p>
<p>Dietary patterns play a significant role in the modulation of the gut microbiome. Accumulated literature investigating the roles of nutrition in the modulation of the microbiome. Nutrition has the potential to affect gut microbiota composition and function by influencing microbial diversity, microbial taxonomy, gene expressions, and enzyme activities. Macronutrient and phytochemical content of the diet; some specific foods (probiotics, fermented foods, whole grains, oilseeds, and fruits, <italic>etc.</italic>) and the overall diet have the potential to modulate the gut microbiome in a short time (<xref ref-type="bibr" rid="B16">Beslenme and Besinler, 2017</xref>). In one of the first intervention studies examining the effects of short- and long-term dietary habits on the microbiome, it was shown that long-term dietary habits were associated with three enterotypes (<italic>Bacteroides, Prevotella</italic>, and <italic>Ruminoccous</italic>) determined through dominant groups. <italic>Bacteroides</italic> enterotypes were defined in diets rich in animal protein and fat, and <italic>Prevotella</italic> enterotypes in diets rich in complex carbohydrates. At the same time, in this study, it was shown that the change in gut microbiome started within 24&#xa0;h of short-term dietary intervention but did not cause significant changes to affect enterotypes (<xref ref-type="bibr" rid="B200">Wu et al., 2011</xref>). In another dietary intervention study, butyrate production increased when the fiber content of the diet was increased; the fat content decreased for 2&#xa0;weeks; and secondary bile acid synthesis, colonic mucosal proliferation, and inflammation have been shown to decrease (<xref ref-type="bibr" rid="B129">O&#x2019;Keefe et al., 2015</xref>). For example, the gut microbiome of individuals who are carnivores or vegetarians differs. Changes in diet cause changes in the number and content of microorganisms in the microbiome. It was found that the ratios of <italic>Prevotella</italic>, <italic>Lactobacillus</italic>, and <italic>Bifidobacterium</italic> bacteria and fecal short-chain fatty acid (SCFA) levels were high in the microbiota of individuals with high adherence to the Mediterranean diet (MedDiet), and <italic>Clostridium</italic> species are seen to be lower (<xref ref-type="bibr" rid="B47">Del Chierico et al., 2014</xref>; <xref ref-type="bibr" rid="B42">De Filippis et al., 2016</xref>).</p>
<p>Interestingly, the diet influences the composition of the gut microbiome especially if the new eating habits last over time (<xref ref-type="bibr" rid="B41">David et al., 2014</xref>; <xref ref-type="bibr" rid="B203">Xu and Knight, 2015</xref>). A study suggests that low-fiber diet cause some reversible microbiota changes in mice (<xref ref-type="bibr" rid="B166">Sonnenburg et al., 2016</xref>), but the diversity of the microbiota is decreased if the diet continues for several generations. It is also noted that a modern diet low in fiber contributes to the loss of taxa over generations and may be responsible for the lower diversity microbiota observed in the industrialized world (<xref ref-type="bibr" rid="B166">Sonnenburg et al., 2016</xref>).</p>
<p>There is also a high interindividual and geographical diversity (<xref ref-type="bibr" rid="B43">De Filippo et al., 2010</xref>; <xref ref-type="bibr" rid="B7">Arumugam et al., 2011</xref>; <xref ref-type="bibr" rid="B56">Fallani et al., 2011</xref>). Nutritional habits are also reported to play a significant role in this diversity. The study of African children showed a greater presence of <italic>Prevotella, Xylanibacter,</italic> and <italic>Treponema</italic>, which possess enzymes to maximize the extraction of energy from xylans and cellulose, present in large quantities in the low-calorie but a high-fiber diet of these children (<xref ref-type="bibr" rid="B43">De Filippo et al., 2010</xref>). In studies conducted in adult groups, the diets of those living in rural areas were based on plant-based foods, the diversity in microbial composition was high and <italic>Prevotella</italic> was dominant; on the other hand, it has been found that microbial diversity is less and <italic>Bacteroides</italic> are dominant in those living in developed societies that consume foods rich in animal foods and processed products (<xref ref-type="bibr" rid="B209">Yatsunenko et al., 2012</xref>; <xref ref-type="bibr" rid="B130">Ou et al., 2013</xref>). All these pieces of evidence shed light on the need for well-designed studies that will evaluate the nutritional microbiota relationship from different aspects to develop correct nutritional recommendations for the regulation of microbiota.</p>
<p>As well as diet, even antibiotic treatments, invasive pathogens, drug-taking, or stress can disturb the balance of organisms and cause dysbiosis. It shows that antibiotic therapy in the first years of life increases the risk of inflammatory bowel disease (<xref ref-type="bibr" rid="B158">Shaw et al., 2010</xref>). A study showed that the microbiota is modified by the administration of antibiotic therapy (<xref ref-type="bibr" rid="B49">Dethlefsen et al., 2008</xref>). It has been known for a long time that excessive use of antibiotics has some negative effects on increasing antibiotic-resistant pathogens (<xref ref-type="bibr" rid="B49">Dethlefsen et al., 2008</xref>).</p>
<p>All these factors, individually or in combination, affect the intestinal microbiome, and alteration of the intestinal microbiome is related to various diseases including obesity, type 2 diabetes, atherosclerosis, cancer neurological and psychiatric diseases, inflammatory bowel diseases (IBD), and autoimmune diseases (<xref ref-type="bibr" rid="B146">Raoult, 2008</xref>; <xref ref-type="bibr" rid="B157">Sekirov et al., 2010</xref>; <xref ref-type="bibr" rid="B91">Holmes et al., 2011</xref>). Hence, the human microbiome including the GI tract represents a real organ adapted to protect our life and our wellbeing but is also willing to be altered in response to any factors.</p>
</sec>
<sec id="s4">
<title>4 Functions and metabolic clusters of the GI microbiome</title>
<p>The intestinal flora has a metabolic, structural, and protective role; carries out functions such as metabolizing the indigestible components of the diet, producing vitamins, contributing to the fortification of the mucosal barrier, and preventing the increase of pathogenic microorganisms. Therefore, the microbiota plays an important role in the development and regulation of the immune system. There is evidence in favor of the role of the microbiota in the development of B lymphocytes and the regulation of T helper lymphocytes. Several studies in the mouse have shown that tolerogenic dendritic cells and regulatory T cells (Tregs) are absent in germ-free mice and that both commensal bacteria and their metabolites, such as butyric acid, are necessary for the development of Tregs (<xref ref-type="bibr" rid="B9">Atarashi et al., 2011</xref>; <xref ref-type="bibr" rid="B5">Arpaia et al., 2013</xref>; <xref ref-type="bibr" rid="B67">Furusawa et al., 2013</xref>).</p>
<p>The gut microbiome also has many roles in the digestion and metabolism of nutrients. The intestinal flora, influencing the metabolism with specific enzymes, increases the extraction of energy and therefore influences the control of body weight. Resident bacteria are a fundamental line of resistance to colonization by exogenous microbes, reducing the availability of nutrients to potential pathogens (<xref ref-type="bibr" rid="B15">Bernet et al., 1994</xref>; <xref ref-type="bibr" rid="B93">Hooper et al., 1999</xref>), competing for sites of attack on the brush border of intestinal epithelial cells, and producing some antimicrobial substances (<xref ref-type="bibr" rid="B24">Brook, 1999</xref>; <xref ref-type="bibr" rid="B113">Lievin et al., 2000</xref>). Besides, among the components of the human microbiota are listed those that cause fermentation (80%) such as <italic>Lactobacillus</italic> and <italic>Bifidobacteria,</italic> and those that cause putrefaction of the remains (20%) such as <italic>Escherichia, Bacteroides, Eubacteria</italic>, and <italic>Clostridium</italic>. The fermentation of non-digestible food residues and endogenous mucus produced by the epithelium is the main source of energy in the colon. The fibers are resistant to digestion in the small intestine due to the conformation of the glycosidic bond: the enzymes of the human small intestine can only split &#x3b1;-type bonds, but not those of the &#x3b2; type. This explains why amylose, a glucose polymer with &#x3b1;-1,4 glycosidic bond, is digestible, while cellulose, a glucose polymer with &#x3b2;-1,4 glycosidic bond, is indigestible due to the lack of the specific enzyme. The distinctive feature of the carbohydrate type is the difference in hydrolysis by the enzymes of the human digestive system. Digestible carbohydrates are broken down into their monomers and absorbed from the small intestine, while non-digestible carbohydrates reach the colon. Another distinguishing feature is the use of carbohydrates reaching the colon by the colon microbiota. Carbohydrates that can be used by the microbiota can shape microbiota composition and function (<xref ref-type="bibr" rid="B16">Beslenme and Besinler, 2017</xref>).</p>
<p>In the cecum and right colon, fermentation is very intense with a high production of SCFAs (acetate, propionate, and butyrate), which generate an acid pH (range 5&#x2013;6) and rapid bacterial growth. By contrast, the substrate in the left or distal colon is less available; the pH is almost neutral; the putrefactive processes become quantitatively more important, and the activity of the bacterial population is lower. Putrefaction is another anaerobic metabolism of peptides and proteins (elastin and collagen from food sources, pancreatic enzymes, exfoliated epithelial cells, and lysed bacteria, <italic>etc.</italic>); it also produces SCFAs but, at the same time, generates potentially toxic substances including ammonia, amines, phenols, thiols, and indoles (<xref ref-type="bibr" rid="B118">Macfarlane et al., 1986</xref>).</p>
<p>SCFAs (i.e. acetic, propionic, and butyric acids) are released because of the fermentation of some dietary components, such as dietary fiber by the colon microbiota (<xref ref-type="bibr" rid="B163">Smith et al., 2013</xref>). Current evidence shows that with low dietary fiber, microbial diversity is significantly reduced, and there are significant changes in microbiota composition. On the other hand, increasing dietary fiber intake increases intestinal microbial richness and/or diversity. It has also been reported to increase bacterial gene expressions for butyrate production and decrease genes required for secondary bile acid synthesis (<xref ref-type="bibr" rid="B37">Cotillard et al., 2013</xref>). It has been shown that long-term high fiber intake in the diet can shape the enterotype of the microbiota, especially prevotella colonization (<xref ref-type="bibr" rid="B130">Ou et al., 2013</xref>).</p>
<p>SCFAs have important functions in the physiology of the host. To illustrate, butyrate is the main source of energy for the epithelium of the colon and appears to have a protective effect against colon cancer; acetate and propionate are metabolized by the liver (propionate) or by peripheral tissues, in particular by muscles (acetate), and can play a role as modulators of glucose and cholesterol metabolism; butyrate and propionate favor the aboral transition of feces (<xref ref-type="bibr" rid="B31">Chen et al., 1984</xref>; <xref ref-type="bibr" rid="B14">Berggren et al., 1996</xref>; <xref ref-type="bibr" rid="B198">Wong et al., 2006</xref>). SCFAs have broad effects on many cell types, including myeloid cells with anti-inflammatory effects and regulatory T cells in the colon (<xref ref-type="bibr" rid="B163">Smith et al., 2013</xref>).</p>
<p>SCFAs can exert powerful immunomodulatory effects by suppressing the activation of the nuclear factor-kB and/or by acting on the G protein-coupled receptors as demonstrated by the acetate and increasing the expression of the Treg gene (<xref ref-type="bibr" rid="B67">Furusawa et al., 2013</xref>). This effect translates into some studies of an increase in immunological tolerance and protection from inflammatory or allergic diseases (<xref ref-type="bibr" rid="B92">Honda and Littman, 2012</xref>). On the other hand, there is also very limited evidence that this fermentation may negatively impact colon cancer (<xref ref-type="bibr" rid="B129">O&#x2019;Keefe et al., 2015</xref>).</p>
<p>Unlike the other cells of the human body, which use glucose as primary energy, the colonocytes, rapidly proliferating cells, exploit butyrate for 60%&#x2013;70% of their energy (<xref ref-type="bibr" rid="B66">Fung et al., 2012</xref>; <xref ref-type="bibr" rid="B19">Bode et al., 2013</xref>; <xref ref-type="bibr" rid="B29">Chang et al., 2014</xref>). As a fatty acid, butyrate is beta-oxidized in mitochondria (<xref ref-type="bibr" rid="B29">Chang et al., 2014</xref>). Interestingly, butyrate has been shown to have a higher antimutagenic effect compared to organic acids (acetic acid, lactic acid, and pyruvic acid) produced by <italic>Lactobacillus</italic> and <italic>Bifidobacteria</italic> (<xref ref-type="bibr" rid="B33">Chong, 2014</xref>).</p>
<p>According to Warburg&#x2019;s hypothesis, cancer cells consume glucose (<xref ref-type="bibr" rid="B75">Goncalves and Martel, 2013</xref>), so the butyrate in these cells is not metabolized, accumulates in the nucleus where it inhibits histone deacetylases (HDAC) (<xref ref-type="bibr" rid="B108">Larrosa et al., 2006</xref>; <xref ref-type="bibr" rid="B163">Smith et al., 2013</xref>; <xref ref-type="bibr" rid="B161">Singh et al., 2014</xref>), and therefore the cell cycle progression. Moreover, the bacteria that produce SCFAs seem to affect the enterocyte cycle in the colon; in particular, butyrate inhibits cell proliferation, stimulates differentiation in epithelial neoplastic cell lines <italic>in vitro</italic>, and promotes the return from neoplastic to non-neoplastic phenotype (<xref ref-type="bibr" rid="B73">Gibson et al., 1992</xref>; <xref ref-type="bibr" rid="B160">Siavoshian et al., 2000</xref>). The mechanisms underlying the cancer prevention of fiber are of course not related to butyrate alone. Insoluble fiber types such as cellulose are not fermented by intestinal bacteria and accelerate intestinal transit. Decreased intestinal transit rate is thought to be effective in preventing cancer in that they reduce exposure of colon cells and exogenous carcinogens (such as heterocyclic amines from meats) (<xref ref-type="bibr" rid="B26">Bultman, 2016</xref>).</p>
<p>Finally, the colon microorganisms assisted by the presence of SCFAs also play a role in the synthesis of some vitamins (B1, B2, B3, B6, B12, pantothenic, biotin, and folic acid) and the absorption of some minerals such as calcium, magnesium, and iron (<xref ref-type="bibr" rid="B138">Pierro et al., 1996</xref>).</p>
</sec>
<sec id="s5">
<title>5 GI cancers and microbiome</title>
<sec id="s5-1">
<title>5.1 Esophagus cancer</title>
<p>Esophageal cancers are the sixth leading cause of death (<xref ref-type="bibr" rid="B120">Mayer RJ, 2003</xref>). Normally, the number of microorganisms in the esophagus is low. It is reported that <italic>Streptococcus viridans</italic> is the most common in the esophageal microbiota (<xref ref-type="bibr" rid="B207">Yang et al., 2009</xref>). The transition from Gram (&#x2b;) bacteria to Gram (&#x2212;) bacteria predominance in the esophageal flora induces an important inflammatory response that triggers dysbiosis. Loss of bacterial diversity and atrophic gastritis are increasingly associated with distal esophageal cancer. Higher levels of <italic>Campylobacter concisus</italic> and <italic>Campylobacter rectus</italic> have been found in patients with premalignant Barrett&#x2019;s esophagus and are associated with pathogenesis (<xref ref-type="bibr" rid="B196">WHO, 2020</xref>). In the scans performed on adenocarcinomas, it has been shown that the microbiota includes <italic>Campylobacter</italic> and some <italic>Escherichia coli</italic> species (<xref ref-type="bibr" rid="B215">Zaidi et al., 2016</xref>).</p>
</sec>
<sec id="s5-2">
<title>5.2 Gastric tumor</title>
<p>The involvement of <italic>Helicobacter pylori</italic> in gastric cancer is the best-known example of a microbial infection related to cancer in the human gastrointestinal tract. In the early 1990s, these flagellated Gram (&#x2212;) bacteria were classified in group I of carcinogens by the International Agency for Cancer Research (<xref ref-type="bibr" rid="B95">IARC, 1994</xref>).</p>
<p>Several studies have shown that <italic>Helicobacter pylori</italic> are implicated in the onset of gastric adenocarcinoma; specifically, the deficiency of the aforementioned bacterium coincides with the increase in the incidence of this tumor form due to the consequent alterations in the physiology of the gastrointestinal tract (secretion of gastric acid, hormones, and immunocytes) and changes the composition of the microbiota since it alters the proportion of other microbial species present (<xref ref-type="bibr" rid="B133">Peek and Blaser, 2002</xref>). Studies have shown that changes in microbiota diversity occur during the sequence of chronic gastritis-atrophic gastritis-intestinal metaplasia-dysplasia (<xref ref-type="bibr" rid="B10">Aviles-Jimenez et al., 2014</xref>; <xref ref-type="bibr" rid="B55">Eun et al., 2014</xref>), with an increase of 21 groups, including <italic>Peptostreptococcus stomatis, Parvimonas micra, Fusobacterium nucleatum</italic>, and the depletion of 10 bacterial groups (<xref ref-type="bibr" rid="B36">Coker et al., 2018</xref>).</p>
<p>
<italic>Helicobacter pylori</italic> play a role in oncogenesis at the gastric level through three mechanisms (<xref ref-type="bibr" rid="B141">Polk and Peek, 2010</xref>). First, <italic>helicobacter pylori</italic> inject two cytotoxins, VacA and CagA into the host cell, which activates oncogenic signal transduction pathways (<xref ref-type="bibr" rid="B64">Fuhler et al., 2009</xref>; <xref ref-type="bibr" rid="B143">Queiroz et al., 2012</xref>; <xref ref-type="bibr" rid="B88">Hoekstra et al., 2016</xref>). Secondly, it induces the production of reactive oxygen species (ROS) that activate inflammatory pathways. Finally, causing atrophic gastritis is characterized by the destruction of the parietal cells that produce acid so that there is a compensatory upregulation of gastrin that stimulates the cells to produce more acid, but also activates oncogenic signals. It is shown that <italic>Helicobacter pylori</italic> are responsible for chronic atrophic gastritis while it is the consequent change in the microbial flora responsible for the progression to gastric cancer. Following the reduction of gastric acidity, the carcinogenic power of some bacterial strains may increase. In addition to these, the microbiota is also populated with bacteria that reduce nitrates, it follows the formation of nitrites and carcinogenic N-nitroso compounds (<xref ref-type="bibr" rid="B116">Lundberg et al., 1994</xref>; <xref ref-type="bibr" rid="B126">Naylor and Axon, 2003</xref>; <xref ref-type="bibr" rid="B98">Jakszyn et al., 2006</xref>; <xref ref-type="bibr" rid="B22">Brawner et al., 2014</xref>).</p>
</sec>
<sec id="s5-3">
<title>5.3 Colorectal cancer</title>
<p>Colorectal cancer is one of the most common cancers in the world, and it is a partly hereditary tumor, partly influenced by external factors and lifestyle. The colon has the most populous bacterial community in the human body with a prevalence of <italic>Firmicutes</italic> and <italic>Bacteroidetes</italic> (<xref ref-type="bibr" rid="B53">Eckburg et al., 2005</xref>; <xref ref-type="bibr" rid="B7">Arumugam et al., 2011</xref>) and many more immune cells than other mucous membranes and lymphoid tissues. Moreover, the association between inflammation and cancer is particularly strong in colorectal cancer and indeed patients with chronic intestinal inflammation increase the risk of cancer by 2&#x2013;10 times (<xref ref-type="bibr" rid="B97">Itzkowitz and Harpaz, 2004</xref>). Recent evidence shows that even some bacteria, such as <italic>Bacteroides fragilis</italic>, <italic>Escherichia coli</italic>, and <italic>Peptostreptococcus anaerobius</italic> could promote colorectal cancer by the activation of Th17 cells (<xref ref-type="bibr" rid="B202">Wu et al., 2009</xref>), direct DNA damage (<xref ref-type="bibr" rid="B39">Cuevas-Ramos et al., 2010</xref>; <xref ref-type="bibr" rid="B6">Arthur et al., 2012</xref>), and induction of cholesterol synthesis (<xref ref-type="bibr" rid="B181">Tsoi et al., 2017</xref>).</p>
<p>It has not yet been defined what triggers the start of the mutations responsible for the transformation of adenocarcinoma (<xref ref-type="bibr" rid="B156">Sears and Pardoll, 2011</xref>), but from metagenomic studies on fecal microbiota (<xref ref-type="bibr" rid="B164">Sobhani et al., 2011</xref>; <xref ref-type="bibr" rid="B192">Wang et al., 2012a</xref>; <xref ref-type="bibr" rid="B214">Zackular et al., 2014</xref>; <xref ref-type="bibr" rid="B216">Zeller et al., 2014</xref>; <xref ref-type="bibr" rid="B59">Feng et al., 2015</xref>; <xref ref-type="bibr" rid="B210">Yu et al., 2017a</xref>) and mucosal (<xref ref-type="bibr" rid="B119">Marchesi et al., 2011</xref>; <xref ref-type="bibr" rid="B30">Chen et al., 2012</xref>; <xref ref-type="bibr" rid="B3">Allali et al., 2015</xref>; <xref ref-type="bibr" rid="B125">Nakatsu et al., 2015</xref>; <xref ref-type="bibr" rid="B61">Flemer et al., 2017</xref>) of the patient with colorectal cancer, a dysbiosis and an abundance of <italic>Fusobacterium</italic>, especially <italic>Fusobacterium nucleatum</italic> (<xref ref-type="bibr" rid="B27">Castellarin et al., 2012</xref>), <italic>Peptostreptococcus, Parvimonas</italic>, and <italic>Porphyromonas</italic> (<xref ref-type="bibr" rid="B51">Drewes et al., 2017</xref>; <xref ref-type="bibr" rid="B40">Dai et al., 2018</xref>) which are the components of the oral microbiota have been noted. This suggests that carcinogenesis is associated with bacterial translocation from the mouth to the intestine (<xref ref-type="bibr" rid="B8">Atarashi et al., 2017</xref>).</p>
<p>
<italic>Fusobacterium</italic>, in <italic>Fusobacterium nucleatum</italic>, is a commensal of the oral cavity, but if present in abundance in the colon-rectum, it is associated with metastasis of regional lymph nodes (<xref ref-type="bibr" rid="B195">Warnakulasuriya, 2009</xref>) and tumor localization in the colorectal colon (<xref ref-type="bibr" rid="B123">Mima et al., 2016</xref>). <italic>Fusobacterium nucleatum</italic> promotes colon cancer through multiple mechanisms. <italic>Fusobacterium nucleatum</italic> has a direct interaction with epithelial cells; it attacks and invades epithelial cells with FadA adhesion molecules that bind E-cadherin on the cell surface and activates Wnt. It is internalized and activates other inflammatory genes (<xref ref-type="bibr" rid="B150">Rubinstein et al., 2013</xref>). This mechanism is confirmed by the presence of high expression of the FadA gene in adenomas and colorectal tumors (<xref ref-type="bibr" rid="B216">Zeller et al., 2014</xref>). With the Fap2 protein, <italic>Fusobacterium nucleatum</italic> also binds a receptor on T lymphocytes and natural killer (NK) cells and blocks the cytotoxic activity on tumor cells (<xref ref-type="bibr" rid="B124">Mima et al., 2015</xref>). Moreover, the bacterium could also modify the tumor microenvironment (<xref ref-type="bibr" rid="B105">Kostic et al., 2013</xref>) and induce the expression of microRNA-21 (<xref ref-type="bibr" rid="B208">Yang et al., 2017</xref>). It is interesting to point out that the increase in <italic>Fusobacterium nucleatum</italic> is linked to different clinical and histological parameters, such as lower T cell infiltration (<xref ref-type="bibr" rid="B124">Mima et al., 2015</xref>), advanced disease status, and low survival (<xref ref-type="bibr" rid="B60">Flanagan et al., 2014</xref>; <xref ref-type="bibr" rid="B123">Mima et al., 2016</xref>). However, the difficulty is to understand the causal link: is the bacterium the cause of carcinoma or is it only the end-user of an environment altered by the tumor? There is no study confirming the cause and evidence that a transplant of specific bacteria can cause a tumor in the recipient as seen in obesity. However, there is quite convincing evidence of how extensive alterations of the bacterial flora led to the creation of a pro-oncogenic environment that favors the neoplastic transformation of the cells. This is the so-called hypothesis of the alpha bug, that is a small number of bacteria, acting as alpha subjects, would be the promoters of the carcinogenesis damaging the DNA and would favor the transformation of the remaining bacterial population of the organ concerned (<xref ref-type="bibr" rid="B175">Tjalsma et al., 2012</xref>).</p>
<p>The microbiota can also act at a distance because it can alter the intestinal barrier. The intestinal epithelium consists of a single layer of cells that separates the microbiota in the lumen from the intraepithelial lymphocytes and the cells of the innate and adaptive immune system present in the lamina propria. A thin layer of mucus produced by the goblet cells covers the epithelium of the colon and prevents direct contact of the microbes with the epithelium (<xref ref-type="bibr" rid="B170">Takiishi et al., 2017</xref>). A diet low in fiber can cause a condition of dysbiosis in which the butyrate-producing bacteria decrease and increase Akkermansiamuciniphilia and <italic>Bacteroides</italic> caccae which degrade the mucus (<xref ref-type="bibr" rid="B46">DeGruttola et al., 2016</xref>). All this leads to a condition of a &#x201c;leaky gut&#x201d;, and therefore increased permeability of the intestinal barrier. Clinical and experimental data suggest the importance of intestinal hyperpermeability in the inflammatory changes of various diseases including GI cancers (<xref ref-type="bibr" rid="B65">Fukui, 2016</xref>).</p>
<p>On the other hand, several metagenomic studies have identified significant enrichment of butyrate-producing bacteria in healthy controls compared to those affected by colorectal cancer (<xref ref-type="bibr" rid="B97">Itzkowitz and Harpaz, 2004</xref>) and in patients suffering from a reduction of commensal bacteria (<italic>Bifidobacteria, lactobacillus</italic>, <italic>Ruminococcus</italic>) and producing butyrate (<italic>Lachnospiraceae</italic> and <italic>Faecalibacterium</italic>) (<xref ref-type="bibr" rid="B30">Chen et al., 2012</xref>; <xref ref-type="bibr" rid="B20">Borges-Canha et al., 2015</xref>; <xref ref-type="bibr" rid="B12">Baxter et al., 2016</xref>; <xref ref-type="bibr" rid="B89">Hold, 2016</xref>). SCFAs enhance barrier functions and exert anti-inflammatory and tolerogenic effects on immune cells through mechanisms such as G-protein-coupled receptor (Gpr)-mediated sensitization of IEC inflammations and reduction of IEC oxygen concentrations and induction of hypoxia-induced factor (HIF) (<xref ref-type="bibr" rid="B174">Tilg et al., 2018</xref>). In this way, SCFAs have potent anti-inflammatory and anticancer effects (<xref ref-type="bibr" rid="B25">Bultman, 2014</xref>). Butyrate suppresses carcinogenesis through multiple mechanisms; as a histone deacetylase inhibitor, regulates cell proliferation and apoptosis (<xref ref-type="bibr" rid="B50">Donohoe et al., 2014</xref>), binds G proteins implicated in tumor suppression (<xref ref-type="bibr" rid="B161">Singh et al., 2014</xref>) and induces Treg cells, maintains the barrier function epithelial increasing the expression of tight junctions (<xref ref-type="bibr" rid="B139">Ploger et al., 2012</xref>) which are important for preventing inflammation. It has been found that Africans have an abundance of butyrate-producing bacteria and a reduced risk of colorectal cancer when compared to African Americans with a high risk. <italic>Faecalibacterium prausnitzii</italic> is the major producer of butyrate together with <italic>Clostridium</italic> IV and XIVa (<xref ref-type="bibr" rid="B130">Ou et al., 2013</xref>). <italic>Lachnospiraceae</italic>, another butyrate producer, is reduced in the feces of colorectal cancer patients (<xref ref-type="bibr" rid="B12">Baxter et al., 2016</xref>). One could imagine that the reduction of butyrate-producing bacteria and other short-chain fatty acids may contribute to the progression of colorectal cancer. It is interesting to note that <italic>Fusobacterium</italic> also produces butyrate but uses it as a substrate, amino acids, for example, lysine, which develop ammonia which is harmful to the intestine.</p>
<p>Except for all this information, the use of the microbiome in diagnosis is another question that needs to be answered. Given the spread of rectal colon cancer, biomarkers are being researched to allow the screening. Case-control cohort studies conducted in America (<xref ref-type="bibr" rid="B214">Zackular et al., 2014</xref>; <xref ref-type="bibr" rid="B12">Baxter et al., 2016</xref>; <xref ref-type="bibr" rid="B186">Vogtmann et al., 2016</xref>), Europe (<xref ref-type="bibr" rid="B216">Zeller et al., 2014</xref>; <xref ref-type="bibr" rid="B59">Feng et al., 2015</xref>), and China (<xref ref-type="bibr" rid="B210">Yu et al., 2017a</xref>) give hope that markers can be identified in the fecal microbiota as 20 genes closely associated with colorectal cancer have been found. One of these genes is that linked to the <italic>Fusobacterium nucleatum</italic> which also gives information on the prognosis, unfortunately negative (<xref ref-type="bibr" rid="B60">Flanagan et al., 2014</xref>; <xref ref-type="bibr" rid="B123">Mima et al., 2016</xref>; <xref ref-type="bibr" rid="B204">Yamaoka et al., 2018</xref>). The fecal microbiome does not correspond perfectly to the mucosal one (<xref ref-type="bibr" rid="B61">Flemer et al., 2017</xref>) and is more useful for identifying risk factors associated with colorectal cancer. From the diagnostic point of view, the combination of 4 markers to beat us (<italic>Fusobacterium nucleatum, Clostridium Hathaway, Bacteriodes clarus</italic>, and an indefinite species &#x201c;m7&#x201d;) turns out to be more accurate than <italic>Fusobacterium nucleatum</italic> alone (<xref ref-type="bibr" rid="B112">Liang et al., 2017</xref>). Besides, comparative studies between healthy people and patients on the oral microbiota have also identified differences that could be used as markers to diagnose esophagus cancer (<xref ref-type="bibr" rid="B32">Chen et al., 2015</xref>; <xref ref-type="bibr" rid="B210">Yu et al., 2017a</xref>; <xref ref-type="bibr" rid="B135">Peters et al., 2017</xref>) and pancreas (<xref ref-type="bibr" rid="B57">Farrell et al., 2012</xref>; <xref ref-type="bibr" rid="B177">Torres et al., 2015</xref>).</p>
<p>These data, which are likely to be used in the clinic in the future, need to be investigated with further studies. Fecal microbiota analysis showed that there is an association between colorectal cancer and increased lipopolysaccharide metabolism (LPS) which increases the activation of inflammatory pathways by TLRs whose substrates are derived from various bacterial products (LPS, PAMPs) (<xref ref-type="bibr" rid="B216">Zeller et al., 2014</xref>).</p>
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<sec id="s6">
<title>6 Potential underlying mechanisms of microbiome in GI cancers</title>
<p>Possible mechanisms regarding the role of the gut microbiome in cancer development or prevention are schematized in <xref ref-type="fig" rid="F1">Figure 1</xref>. There are many hypotheses about these mechanisms, and there are many factors that modulate this positive or negative effect. The relationship between cancer and microbiota has intrigued the biomedical community since the late 19th century when William Coley began treating sarcomas by injecting bacteria, the so-called &#x201c;Coley&#x2019;s toxin&#x201d;. Subsequently, other microbial agents and their products were isolated to try to cure malignant tumors, such as bladder cancer <italic>via Mycobacterium bovis</italic> (<xref ref-type="bibr" rid="B103">Kiselyov et al., 2015</xref>) or melanoma <italic>via</italic> Herpes virus (<xref ref-type="bibr" rid="B77">Greig, 2015</xref>), or pancreatic cancer with <italic>Listeria monocytogenes</italic> (<xref ref-type="bibr" rid="B109">Le et al., 2015</xref>). However, little has yet been proven regarding the role of microbiota in the development of gastrointestinal cancers. The current evidence is carcinogenesis of certain specific bacteria found in the gut shows that it can stimulate the immune system by showing modulating effects, stimulating inflammation, and increasing cell proliferation (<xref ref-type="bibr" rid="B1">Abreu and Peek, 2014</xref>; <xref ref-type="bibr" rid="B117">Lynch and Pedersen, 2016</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Putative mechanisms of action of the gut microbiome on tumor suppression and oncogenesis.</p>
</caption>
<graphic xlink:href="fphar-14-1130562-g001.tif"/>
</fig>
<p>Gut microbiome could modulate many systemic immune response elements such as the regulation of hematopoiesis, development of intestinal macrophages, and T cell response. The immune system participates in the initial phase of the suppression of malignant transformation, destroying the cells already infected with oncogenic viruses and recognizing the cells that express the tumor-associated antigens (TAAs) (<xref ref-type="bibr" rid="B183">Vesely et al., 2011</xref>). The immunogenicity of a tumor cell, and therefore its susceptibility to immunosurveillance, requires the combination of antigens, such as TAAs, and an immune system capable of responding to specific molecular patterns (DAMPs) (<xref ref-type="bibr" rid="B106">Kroemer et al., 2015</xref>). The intestinal mucosa signals a threat to the innate immune system, through toll-like receptors that recognize and bind specific microbial macromolecules, and this triggers a protective response by commensal bacteria, an inflammatory response to pathogenic organisms, or the trigger of apoptosis. Therefore, the commensal bacteria of the gastrointestinal tract play an active role in the development and homeostasis of the immune system.</p>
<p>The change in the diversity and distribution of bacteria is the most important factor that causes chronic inflammation and the onset of cancer progression. In the specific case of IBD, the mucus layer is thinner and less continuous, the tight junctions are destroyed, and the space between epithelial cells is increased. Therefore, the translocation capacity of the bacteria increases, and all this leads to the triggering of the recurrent chronic inflammatory process with the release of pro-inflammatory cytokines, Tumor Necrosis Factor (TNF), and Interferon-gamma (IFN-&#x3b3;). Patients with IBD are more susceptible than others to develop colorectal cancer since chronic persistent inflammation determines an abnormal proliferation of tissue that first becomes metaplastic and then neoplastic. A few direct pieces of evidence in favor of the ability of commensal bacteria to promote tumor immunosurveillance are provided by the correlation of the growth and infiltration of major melanomas in mice with less expression in the microbiota of <italic>Bifidobacterium</italic> species (<xref ref-type="bibr" rid="B162">Sivan et al., 2015</xref>).</p>
<p>The increase in some tumors seems to be related to the reduction of certain microbial species, caused by modern lifestyles, which introduce ultra-processed foods (<xref ref-type="bibr" rid="B128">Oikonomopoulou et al., 2013</xref>) and dysbiosis by frequent antibiotic therapies. Consistent with this, an epidemiological study conducted on 125441 people demonstrated the correlation between repeated use of penicillin, cephalosporins, or macrolides with lung, prostate, and bladder cancer, and tetracycline with breast cancer (<xref ref-type="bibr" rid="B21">Boursi et al., 2015</xref>). Antibiotics likely favor the development of tumors by modifying the composition of the microbiota. Furthermore, the use of antibiotics during cancer therapies reduces their effectiveness. The mucosal barrier in this case has a double offense, on the part of chemotherapy and antibiotics, which can lead to the proliferation of opportunistic pathogenic bacteria that can move through the compromised epithelium and cause infection (<xref ref-type="bibr" rid="B172">Taur and Pamer, 2016</xref>). There is also evidence on patients confirming that treatment with Gram (&#x2b;) active antibiotics is associated with shorter progression-free survival and overall survival in patients with chronic lymphatic leukemia treated with cyclophosphamide and cisplatin (<xref ref-type="bibr" rid="B136">Pflug et al., 2016</xref>).</p>
<p>Identifying microbial agents that have a causal link with the process of carcinogenesis is an important issue since it was estimated that 15.0% of new cancer cases were due to infectious agents (<xref ref-type="bibr" rid="B140">Plummer et al., 2016</xref>). The oncogenic mechanisms of these complex bacterial communities have not yet been fully clarified. However, there is also some evidence that some bacteria can produce toxins and metabolites that are involved in oncogenesis. Examples are CagA and VacA, the toxins produced by <italic>Helicobacter pylori,</italic> or deoxycholic acid, a metabolite of the genus <italic>Clostridium</italic> that predisposes to cancer of the colon and liver. In addition to some bacteria, there are also oncogenic viruses, such as the <italic>Papillomaviru</italic>s, which are positively correlated with cancer of the cervix, head-neck, bladder, and uterus (<xref ref-type="bibr" rid="B148">Rooney et al., 2015</xref>). Screenings of oncogenic bacteria and viruses in GI cancers may open areas of research for composing cancer control strategies.</p>
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<sec id="s7">
<title>7 Microbiome, diet, and GI cancers: Emerging positive and negative issues</title>
<p>Nutrition can prevent or increase GI cancers by modulating the microbiota. Considering the positive restoration of gut modulation, the first thing that comes to mind is undoubtedly the MedDiet. The MedDiet is among the most healthy and sustainable diet models, which is a diet model mainly based on vegetables, fruits, legumes, nuts, beans, cereals, grains, fish, and unsaturated fats such as olive oil. It has been reported that compliance with the MedDiet model positively affects the gut microbiome ecosystem and has positive roles in ensuring the immune system and metabolic balance of the human organism (<xref ref-type="bibr" rid="B180">Tsigalou et al., 2021</xref>). The MedDiet is based on regular consumption of monounsaturated fatty acids (MUFAs) and polyunsaturated fatty acids (PUFAs), polyphenols, and other antioxidants, high intake of prebiotic fiber and low-glycemic carbohydrates, and consumption of more plant proteins than animal proteins. Garcia-Mantrana et al. (2018) noted that a higher <italic>Firmicutes-Bacteroidetes</italic> ratio was associated with lower adherence to the MedDiet, whereas the greater presence of <italic>Bacteroidetes</italic> was associated with lower animal protein intake. Also, higher <italic>Bifidobacteria</italic> counts and higher total SCFAs were associated with greater consumption of plant-based nutrients such as plant proteins and polysaccharides (<xref ref-type="bibr" rid="B70">Garcia-Mantrana et al., 2018</xref>). Consistent with all these, it has been reported in the literature that as adherence to the MedDiet increases, mortality is lower and the frequency of gastrointestinal system diseases such as NCDs, low-grade inflammation, and Crohn&#x2019;s disease decrease (<xref ref-type="bibr" rid="B102">Khalili et al., 2020</xref>; <xref ref-type="bibr" rid="B180">Tsigalou et al., 2021</xref>). Studies investigating the effects of MedDiet on GI cancers, especially colon cancer, are intense. In this context, in the European Prospective Investigation into Cancer and Nutrition (EPIC) cohort, it was found that adherence to the MedDiet delayed the onset of colorectal cancer. Although the mechanisms associated with this are not clear, it has been reported that DNA methylation of cg20674490-RUNX3 may play a mediator role in this relationship (<xref ref-type="bibr" rid="B58">Fasanelli et al., 2019</xref>). In another study, no negative relationship was found between MedDiet compliance and the incidence of colon, proximal colon, distal colon, and rectum cancers in the Dutch population, and this study shed light on the fact that many genomic and environmental factors can modulate this relationship (<xref ref-type="bibr" rid="B154">Schulpen and van den Brandt, 2020</xref>). Contrary to MedDiet, the negative effects of Western diets on the gut microbiome ecosystem have been known for a long time. The low fiber but high fat and carbohydrate content of the Western diet is the basis of dysbiosis and related GI problems (<xref ref-type="bibr" rid="B176">Tomasello et al., 2016</xref>). Russell et al. administered a high-protein diet for 4&#xa0;weeks, which resulted in a decrease in the total number of bacteria and microorganisms that produce butyrate, which is known as a protective agent associated with lowering cancer risk, such as <italic>Roseburia/Eubacterium</italic> rectale (<xref ref-type="bibr" rid="B151">Russell et al., 2011</xref>).</p>
<p>Besides, the bacterial products that come from protein metabolism are thought to promote cancer and include N-nitroso compounds, ammonia, hydrogen sulfide, and polyamines (<xref ref-type="bibr" rid="B114">Louis et al., 2014</xref>). Roasted meat is of particular concern due to the formation of heterocyclic amines (HCAs) that are metabolized by colon bacteria in compounds that damage DNA (<xref ref-type="bibr" rid="B94">Huycke and Gaskins, 2004</xref>). High-fat diets significantly reduced fecal SCFAs concentration compared to low-fat diets; it is also well known to stimulate secondary bile acid secretion and increase the fecal concentration of secondary bile acids such as deoxycholic acid (DCA). Changes in the microbiota with the increase in secondary bile acids increase both intestinal permeability and endotoxin production. This situation plays an important role in the physiopathology of many chronic diseases, including cancer (<xref ref-type="bibr" rid="B23">Brinkworth et al., 2009</xref>). In addition, in the Western diet model, which includes frequently consumed processed foods, the intestinal barrier function may be further impaired by certain food additives, including dietary emulsifiers, and may cause significant health problems (<xref ref-type="bibr" rid="B174">Tilg et al., 2018</xref>).</p>
<p>There are also some foods and food components that are converted into onco-suppressive metabolites in GI. In the first place are the fibers and/or polysaccharides such as starch, cellulose, pectins, and gums, which reduce the risk of colorectal cancer through some mechanisms. The first mechanism is that insoluble fibers in food such as whole grains, green leafy vegetables, and dried fruits may assist in accelerating intestinal transit, therefore, reducing exposure to carcinogens that may be present. The second mechanism is that soluble fiber, contained in legumes, fresh fruit, and potatoes, sees the action of the microbiota in forming butyrate. Therefore, only soluble fibers generate butyrate, and only a long time dietary intake can bring important changes in the species of the microbiota that produce SCFAs (<xref ref-type="bibr" rid="B166">Sonnenburg et al., 2016</xref>; <xref ref-type="bibr" rid="B201">Wu et al., 2016</xref>). In addition to fibers, soy-based products such as tofu, miso, and soy milk, which contain daidzein (an isoflavone) in a form require a certain metabolism by the flora to be activated as an antioxidant. Interestingly, only 30%&#x2013;40% of Westerners can metabolize daidzein in equol, while that percentage doubles in Asians (<xref ref-type="bibr" rid="B26">Bultman, 2016</xref>). Cruciferous vegetables are another example of bioactive compounds such as glucosinolates and their hydrolysis products including indoles and isothiocyanates (ITCs), and accumulated literature has reported that high intake of cruciferous vegetables has been associated with a lower risk of certain types of cancer including colorectal cancer (<xref ref-type="bibr" rid="B86">Higdon et al., 2007</xref>; <xref ref-type="bibr" rid="B122">Mi&#x119;kus et al., 2020</xref>). When these raw vegetables are cut, the glucosinolates are converted by the myrosinase (thioglucosidase) into sulforaphane (SFN) which acts as an anti-inflammatory, as an HDAC inhibitor activity (<xref ref-type="bibr" rid="B35">Clarke et al., 2011</xref>). However, the cruciferous are generally cooked and the heat denatures the myrosinases since that is temperature sensitive and can be inactivated upon exposure to temperatures over 60&#xb0;C. However, human gut microbiota can secrete their myrosinase and can be a mediator to transform glucosinolate precursors in cruciferous vegetables to active isothiocyanates (<xref ref-type="bibr" rid="B173">Tian et al., 2018</xref>) and in the colon, the bacterial thioglucosidases convert the glucosinolates into isothiocyanates which exert their beneficial effects (<xref ref-type="bibr" rid="B173">Tian et al., 2018</xref>; <xref ref-type="bibr" rid="B132">Parchem et al., 2020</xref>). Finally, berries and berry constituents containing ellagic acid are metabolized to urolithin by microflora with an inhibitory function of ROS; cyclooxygenase-2 (COX-2), c-Jun (a component of activator protein-1 (AP-1)), inducible nitric oxide synthase (iNOS) expression; NF-&#x3ba;B and TNF&#x3b1; in preneoplastic tissues especially in the esophagus (<xref ref-type="bibr" rid="B167">Stoner et al., 2008</xref>).</p>
<p>The first strategies that come to mind in the prevention and treatment of GI cancers by modulation of gut microbiota or correction of dysbiosis are also biotics (<xref ref-type="bibr" rid="B62">Fong et al., 2020</xref>). Probiotics are identified as &#x201c;live microorganisms that when administered in adequate amounts, confer a health benefit on the host&#x201d; (<xref ref-type="bibr" rid="B87">Hill et al., 2014</xref>). The microorganisms most used as probiotics are the species from the genera <italic>Lactobacillus, Bifidobacterium</italic>, and other genera <italic>Bacillus, Propionibacterium, Streptococcus, Escherichia</italic>, and also <italic>Saccharomyces</italic> are also employed (<xref ref-type="bibr" rid="B127">O&#x2019;sullivan et al., 1992</xref>; <xref ref-type="bibr" rid="B144">Rabah et al., 2017</xref>). They can be found and added to numerous types of products including foods and dietary supplements. Probiotic strains must be i) sufficiently characterized; ii) safe; iii) supported by at least one positive human clinical trial with accepted scientific standards and iv) alive in the product at an acceptable dose throughout shelf life (<xref ref-type="bibr" rid="B18">Binda et al., 2020</xref>). In the literature, it was shown that the involvement of probiotics in enhancing intestinal barrier functions, maintaining the integrity of narrow junctions, maturation of Tregs, activation of NK cells with direct elimination of bacteria, increasing mucin production from Globet cells, defensins from Paneth cells, secretion of IgA and anti-inflammatory cytokines from immune cells (<xref ref-type="bibr" rid="B68">Gallo et al., 2016</xref>).</p>
<p>Prebiotics are recently defined as &#x201c;the substrates that are selectively utilized by host microorganisms conferring health benefits&#x201d; (<xref ref-type="bibr" rid="B72">Gibson et al., 2017</xref>). Plenty of fermentable carbohydrates have been suggested to include a prebiotic effect, but the dietary prebiotics frequently reported to promote health especially intestinal benefits are the fructans (fructooligosaccharides and inulin) and galactans (galactooligosaccharides) as non-digestible oligosaccharides (<xref ref-type="bibr" rid="B147">Rastall and Gibson, 2015</xref>; <xref ref-type="bibr" rid="B72">Gibson et al., 2017</xref>). However, by the current definition, the term prebiotic not only covers oligosaccharides, but also includes other food components and metabolites (such as CLA, PUFAs, SCFAs, and dietary polyphenols), making them candidate prebiotics, additionally considering the benefits to regions outside the GI and includes various categories other than food (<xref ref-type="bibr" rid="B72">Gibson et al., 2017</xref>). Ingestion of prebiotics is associated with anticarcinogenic effects. Prebiotics reduce pH <italic>via</italic> forming SCFAs-organic acids in the colon as they are fermented and/or degraded by enzymes (&#x3b2;-fructanosidase &#x3b2;-galactosidase), which are prevalent in <italic>Bifidobacteria</italic> (<xref ref-type="bibr" rid="B155">Scott et al., 2013</xref>), thus exerting anti-inflammatory activity, stimulating Treg cells, and reducing IFN-&#x3b3; (<xref ref-type="bibr" rid="B74">Gibson et al., 1999</xref>). Prebiotics are also able to inhibit the adhesion of pathogens to the intestinal epithelium, preventing translocation (<xref ref-type="bibr" rid="B189">Wang et al., 2012b</xref>; <xref ref-type="bibr" rid="B44">de Jesus Raposo et al., 2016</xref>; <xref ref-type="bibr" rid="B121">Mendis et al., 2016</xref>). Moreover, it has been shown that prebiotics increases the height of the villi, the depth of the crypts, the number of epithelial cells, and the thickness of the mucosal layer of the jejunum and the colon (<xref ref-type="bibr" rid="B104">Kleessen et al., 2003</xref>; <xref ref-type="bibr" rid="B44">de Jesus Raposo et al., 2016</xref>). Finally, another mechanism of anticancer activity is the detoxification of genotoxins such as nitrosamides and hydrogen peroxide in the gut (<xref ref-type="bibr" rid="B197">Wollowski et al., 2001</xref>). It plays a role in all these effects together with probiotics.</p>
<p>In addition to probiotics, postbiotics have recently come to the forefront due to their lower risk compared to probiotics and their modulating effect on the microbiome (<xref ref-type="bibr" rid="B219">&#x17b;&#xf3;&#x142;kiewicz et al., 2020</xref>). The International Scientific Association of Probiotics and Prebiotics (ISAPP) defined a postbiotic as a &#x201c;preparation of inanimate microorganisms and/or their components that confers a health benefit on the host&#x201d;. ISAPP has noted that effective postbiotics must contain inactivated microbial cells (micro and macromolecules) or cell fractions, with or without metabolites, that contribute to observed health benefits when administered in adequate amounts (<xref ref-type="bibr" rid="B152">Salminen et al., 2021</xref>). In addition to its health benefits, there is evidence in the literature that it supports the treatment of colorectal cancer and reduces side effects by supporting and modulating immune system function. It is reported that it does this by showing antioxidant, antiproliferative, and anti-inflammatory effects (<xref ref-type="bibr" rid="B145">Rad et al., 2021</xref>). However, as it is still a new emerging topic, there is a need for longer-term, large-scale randomized-controlled studies investigating the effects of postbiotics on GI cancers.</p>
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<sec id="s8">
<title>8 Impact of gut microbiome on anticancer therapy</title>
<p>It is clear in recent years that the long-term response of anticancer drugs depends on the immune response, and the microbiome can play an important role in this (<xref ref-type="bibr" rid="B69">Galluzzi et al., 2015</xref>). Therefore, in addition to the mechanism of carcinogenesis, the intestinal microbiota plays a role in mediating the results of anticancer therapies, giving hope for a potential improvement in treatment and reduction of toxicity through the manipulation of the microbiota. In preclinical studies, it was found that the composition of the intestinal microbiota correlates with antitumor immunity and therapeutic efficacy (<xref ref-type="bibr" rid="B96">Iida et al., 2013</xref>; <xref ref-type="bibr" rid="B185">Viaud et al., 2013</xref>; <xref ref-type="bibr" rid="B162">Sivan et al., 2015</xref>; <xref ref-type="bibr" rid="B184">Vetizou et al., 2015</xref>). For example, <italic>Bifidobacterium breve</italic> improves the efficacy of anti-programmed death 1 (PD-1), The cytotoxic T-lymphocyte&#x2013;associated antigen 4 (CTLA-4) blockade depends on some <italic>Bacteroides</italic> species (<xref ref-type="bibr" rid="B184">Vetizou et al., 2015</xref>), and platinum-based chemotherapy requires an intact intestinal microbiota (<xref ref-type="bibr" rid="B96">Iida et al., 2013</xref>). Indeed, it has been shown that a massive presence of <italic>Bifidobacterium</italic> improves the efficacy of anti-PD-1 in reducing melanoma growth through dendritic cells that become more active in presenting melanoma antigen to T lymphocytes. In a study, microbial correlations were found in response to anti-PD-1 therapy in patients with metastatic melanoma (<xref ref-type="bibr" rid="B134">Peek and Crabtree, 2006</xref>). Patients who respond to therapy have an abundance of <italic>Faelibacterium</italic> while those who do not respond will have an abundance of other <italic>Bacteroidales</italic> species (<xref ref-type="bibr" rid="B76">Gopalakrishnan et al., 2018</xref>).</p>
<p>The oxaliplatin and cyclophosphamide chemotherapeutics are both less effective in tumor reduction in immunodeficient mice, in germ-free mice, or treated with broad-spectrum antibiotics (<xref ref-type="bibr" rid="B217">Zitvogel et al., 2016</xref>). In a recent study of patients with non-small cell renal and urothelial lung cancer, the authors found a negative correlation between antibiotic use and response to anti-PD-1 therapy (<xref ref-type="bibr" rid="B149">Routy et al., 2018</xref>). These results corroborate the importance of intestinal microbiota in the response to immunotherapy and that microbial destruction by antibiotics may hinder the effectiveness of immune checkpoint blockade (<xref ref-type="bibr" rid="B99">Jobin, 2018</xref>).</p>
<p>The role of intestinal microbiota has also been investigated in chemoresistance (<xref ref-type="bibr" rid="B211">Yu et al., 2017b</xref>), and it has been found that in the presence of <italic>Fusobacterium nucleatum</italic> autophagy mechanisms that confer resistance are activated. Furthermore, intestinal microbiota can predict whether a patient receiving ipilimumab will develop autoimmune colitis (<xref ref-type="bibr" rid="B52">Dubin et al., 2016</xref>). For instance, the toxicity of immunotherapies can be mitigated by <italic>Bifidobacterium</italic> (<xref ref-type="bibr" rid="B188">Wang et al., 2018</xref>).</p>
</sec>
<sec id="s9">
<title>9 GI cancer hallmarks and potential clinical applications</title>
<sec id="s9-1">
<title>9.1 Role of non-coding RNAs and gut microbiome in GI cancers</title>
<p>In the last decade, the function of non-coding RNAs (ncRNAs) in cancer development has been clarified. They have a pivotal role in gene expression, cancer progression, and cell-cell communication through the involvement of extracellular vesicles (EV). ncRNAs have been classified into diverse classes based on their length, structure, and location. The important ncRNA types with well-defined roles in cancers are microRNAs (miRNA), circular RNAs (circRNA), PIWI-interacting RNAs (piRNA), and long-ncRNAs (lncRNA) (<xref ref-type="bibr" rid="B205">Yan and Bu, 2021</xref>). Small RNAs known as miRNAs typically have a length of 20&#x2013;22 nucleotides (nt). Targeted mRNA is degraded by the RNA-induced silencing complex (RISC) when miRNAs bind to the complementary region in the target mRNA (<xref ref-type="bibr" rid="B28">Chang et al., 2015</xref>). piRNA, which is 24&#x2013;30&#xa0;nt in length, was first discovered in the <italic>Drosophila</italic>. It is mostly found in germline cells and interacts with members of the PIWI family of proteins to help regulate chromatin&#x2019;s epigenetic state. (<xref ref-type="bibr" rid="B179">Tsai et al., 2020</xref>). LncRNAs and circRNAs are both longer than 200&#xa0;nt, although circRNAs are ring-like whereas lncRNAs are linear. LncRNAs and circRNAs both fold into complicated second structures that allow them to interact with DNA, RNA, and proteins. They can both be created from exon, intron, intergenic region, or 5/3-untranslated sequences (<xref ref-type="bibr" rid="B206">Yang et al., 2018</xref>). ncRNAs can act as tumor suppressors and oncogenes in cancers and they are considered promising diagnostic and therapeutic markers. As of late numerous studies have appeared that the microbiota can influence the event and improvement of cancer by influencing the expression of ncRNA (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Gut microbiome-associated ncRNAs and GI cancer.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Associated gut microbiome</th>
<th colspan="2" align="center">ncRNAs</th>
<th rowspan="2" align="center">Cancer type</th>
</tr>
<tr>
<th align="center">Upregulated</th>
<th align="center">Downregulated</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<italic>Helicobacter pylori</italic>
</td>
<td align="center">miR99b-3p; miR-564; miR-638</td>
<td align="center">miR-204-5p; miR-338-5p; miR-375; miR-548c-3p</td>
<td align="center">Gastric Cancer</td>
</tr>
<tr>
<td align="center">
<italic>Helicobacter pylori</italic>
</td>
<td align="center">miR-18a-3p; miR-4286</td>
<td align="center">-</td>
<td align="center">Gastric Cancer</td>
</tr>
<tr>
<td align="center">
<italic>Helicobacter pylori</italic>
</td>
<td align="center">miR-223-3p</td>
<td align="center">-</td>
<td align="center">Gastric Cancer</td>
</tr>
<tr>
<td align="center">
<italic>Ebstein-Barr virus</italic>
</td>
<td align="center">-</td>
<td align="center">miR-200a; miR-200b</td>
<td align="center">Gastric Cancer</td>
</tr>
<tr>
<td align="center">
<italic>F. nucleatum</italic>
</td>
<td align="center">miR-21</td>
<td align="center">-</td>
<td align="center">Colorectal Cancer</td>
</tr>
<tr>
<td align="center">
<italic>Escherichia coli</italic>
</td>
<td align="center">hsa-mir-223; hsa-mir-96; hsa-mir-106a</td>
<td align="center">-</td>
<td align="center">Colorectal Cancer</td>
</tr>
<tr>
<td align="center">Probiotic and pathobiont environment</td>
<td colspan="2" align="center">LINC00355; KCNQ1OT1; LINC00491; HOTAIR</td>
<td align="center">Colorectal Cancer</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>miRNAs play a crucial role in the relationship between the host and the microbiota in cancer. Numerous studies suggest that <italic>Helicobacter pylori</italic> infection may influence the host miRNA expression. Chang et al. showed that <italic>Helicobacter pylori</italic>-positive gastric cancer patients had considerably greater levels of miR99b-3p, miR-564, and miR-638 compared to <italic>Helicobacter pylori</italic>-negative patients, despite exhibiting significantly less of miR-204-5p, miR-338-5p, miR-375, and miR-548c-3p (<xref ref-type="bibr" rid="B28">Chang et al., 2015</xref>). MiR-18a-3p and miR-4286 levels were substantially larger in gastric cancer associated with <italic>Helicobacter pylori</italic>, according to research by Tsai et al. In a group of gastric cancer patients, serum expression of miR-18a-3p and miR-4286 was positively and significantly associated with <italic>Helicobacter pylori</italic>. Additionally, invasion, tumor stage, tumor size, and lymph node metastasis were all strongly linked with miR-18a-3p and miR-4286 (<xref ref-type="bibr" rid="B179">Tsai et al., 2020</xref>). Another study showed that <italic>Helicobacter pylori</italic> infection enhanced miR-223-3p expression, which in turn activated the NF-kB pathway and contributed to the development of gastric cancer (<xref ref-type="bibr" rid="B206">Yang et al., 2018</xref>). Interestingly, the <italic>Ebstein-Barr virus</italic> can affect cell signaling pathways, influence gene expression, cause methylation of the host genome, cause infected gastric epithelial cells to generate a tumor microenvironment, and initiate and progress gastric cancer. <italic>Ebstein-Barr virus</italic>-associated gastric carcinoma is a subtype of gastric cancer that has morphologic traits that are like those of cells going through the epithelial-to-mesenchymal transition (<xref ref-type="bibr" rid="B169">Sun et al., 2020</xref>). In one study, miR-200a and miR-200b, which are connected to the epithelial-mesenchymal transition and were assessed in gastric carcinoma, were expressed at lower levels in <italic>Ebstein-Barr virus</italic>-associated gastric carcinoma than in <italic>Ebstein-Barr virus</italic>-negative carcinoma (<xref ref-type="bibr" rid="B159">Shinozaki et al., 2010</xref>).</p>
<p>Numerous studies have demonstrated that the gut microbiome affects the expression of miRNAs and their target genes in colorectal cancer (<xref ref-type="bibr" rid="B38">Cougnoux et al., 2014</xref>; <xref ref-type="bibr" rid="B211">Yu et al., 2017b</xref>; <xref ref-type="bibr" rid="B208">Yang et al., 2017</xref>). According to one study, <italic>Fusobacterium nucleatum</italic> enhanced tumor cell miR-21 levels by turning on the TLR4-MyD88 signaling cascade, which in turn increased CRC cell growth and tumor development in mice (<xref ref-type="bibr" rid="B208">Yang et al., 2017</xref>). Other research has demonstrated that patients with high miR-21 and <italic>Fusobacterium nucleatum</italic> DNA levels consistently had a higher risk of negative outcomes. It has also been noted that <italic>Fusobacterium nucleatum</italic> enhances chemoresistance to CRC <italic>via</italic> changing autophagy in a way that is miRNA-dependent (<xref ref-type="bibr" rid="B211">Yu et al., 2017b</xref>).</p>
<p>Like <italic>Fusobacterium nucleatum</italic>, it has been shown that different <italic>Escherichia coli</italic> bacteria contribute favorably to CRC carcinogenesis in a way that is reliant on miRNA (<xref ref-type="bibr" rid="B38">Cougnoux et al., 2014</xref>). Tan et al. demonstrated that probiotics could inhibit the expression of the oncogenes hsa-mir-153 and hsa-mir-429 and increase the expression of the tumor suppressors hsa-mir-140 and hsa-mir-132, whereas pathobionts could increase the expression of the oncogenes hsa-mir-223, hsa-mir-96, and hsa-mir-106a (<xref ref-type="bibr" rid="B171">Tan et al., 2021</xref>). The research revealed that the development of colorectal cancer and microbiota-mediated colorectal carcinogenesis depend on these miRNAs (<xref ref-type="fig" rid="F2">Figure 2A, B</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Scheme of the gut microbiome and miRNAs on tumor suppression and oncogenesis. <bold>(A)</bold> Microbiome compositions can induce changes in miRNA expression and induce inflammation, immune recruitment, and epigenetic modifications associated with cancer progression; <bold>(B)</bold> MiRNAs and microbiota have bi-directional effects on cancer development; <bold>(C)</bold> Diet habits can influence the microbiome composition along with miRNA expression; <bold>(D)</bold> ncRNAs can be used as therapeutics influencing the microbiome composition or as diagnostics.</p>
</caption>
<graphic xlink:href="fphar-14-1130562-g002.tif"/>
</fig>
<p>LncRNA is a subclass of non-coding RNA that has been linked to intestinal microbiota, tumor progression, and colorectal carcinogenesis (<xref ref-type="bibr" rid="B84">Hayashi et al., 2003</xref>; <xref ref-type="bibr" rid="B48">Delgado et al., 2006</xref>). Four lncRNAs, including LINC00355, KCNQ1OT1, LINC00491, and HOTAIR, were found in the probiotic and pathobiont environments while two lncRNAs, including LINC00355 and KCNQ1OT1, were found in the pathogenic environment, according to Tan et al. Patients with CRC who express these lncRNAs strongly have poor prognostic value (<xref ref-type="bibr" rid="B179">Tsai et al., 2020</xref>).</p>
<p>Diet and dietary habits influence the microbiome, which is important in triggering the association between cancer and diet (<xref ref-type="bibr" rid="B82">Guz et al., 2021</xref>). On the other hand, tumor-associated-miRNAs can regulate the growth and composition of the gut microbiota along with the change in the metabolism (<xref ref-type="bibr" rid="B213">Yuan et al., 2019</xref>). Metabolites produced by the microbiome can change gene expression including miRNAs (<xref ref-type="fig" rid="F2">Figure 2C</xref>).</p>
<p>The miRNA expression is regulated by gut microbiota, and aberrations in their expression can lead to pathological processes involved in cancer development and progression. MiR-17-92, miR-21, and miR-503 result to be more expressed in tumoral tissues compared with normal (<xref ref-type="bibr" rid="B212">Yuan et al., 2018</xref>). MiR-21 reduces the expression of RAS p21 and programmed cell death-4. In CRC, infection of <italic>Fusobacterium nucleatum</italic> increases the expression of miR-21 and down-modulation of miR-18a and miR-4802 (<xref ref-type="bibr" rid="B191">Wang et al., 2021</xref>). Crosstalk between microRNA-microbiota in the gut plays a pivotal role in gut homeostasis. microRNAs secreted by intestinal epithelial cells or diet-derived can influence the microbiota composition. There is a bi-directional regulation of miRNAs released and microbiota composition (<xref ref-type="bibr" rid="B17">Bi et al., 2020</xref>). Delivery of miRNAs may be explored as a therapeutic strategy due to the potential therapeutic interaction between miRNAs and bacteria (<xref ref-type="fig" rid="F2">Figure 2D</xref>). Despite many studies, the gut microbiome and ncRNAs&#x2019; relationship and pathway mechanisms are still not fully known. Clarifying this process is very important for understanding the biology of cancer and developing treatment options.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s10">
<title>10 Conclusion</title>
<p>It has been shown that changes in the microbiota that cause dysbiosis are associated with various diseases, especially cancer. In recent years, it has been suggested that the gut microbiota, especially dysbiosis, or some specific microorganism species play an important role in the development of cancer, especially GI cancers. In this context, it is not easy to come to a definitive general judgment. Because many factors modulate this relationship, both host and microorganism, as well as the environment.</p>
<p>The research has made important progress in the study of microbiota to facilitate the diagnosis and treatment of human diseases and to prevent them. Targeted microbiota interventions with natural foods and nutraceuticals including biotics may be used to prevent cancer, particularly in patients at risk and specific manipulations of the microbiota could be introduced into the clinic as an adjuvant regimen to increase efficacy and ideally to reduce the side effects of anti-cancer treatments. Of course, the most important issue in this application is to do this in expert monitoring and to consider the possible profit/loss ratio.</p>
<p>The accumulation of scientific evidence offers opportunities for the development of new applications in cancer diagnosis and management. The microorganisms involved in the pathogenesis can offer valid biomarkers to get more information about the disease, the response to treatment, and its handling. Recent studies report that ncRNAs play an important role in cancer development by regulating several mechanisms involved in cell proliferation, differentiation, and apoptosis, including gut microbiome composition. ncRNAs represent promising approaches as diagnostics and therapeutics to explore in the future. However, further investigations are needed to deeply understand the role of ncRNAs in GI cancer.</p>
<p>While waiting for further evidence to introduce the microbiota among the tools of precision medicine and nutrition, the most immediate approach is to dietary intervention enriching with fibers, and foods rich in bioactive substances and through pro-prebiotic foods, <italic>etc.</italic>, limiting the consumption of processed foods and some certain type of animal foods. Along the same line, there is important evidence that the MedDiet is has a protective effect on GI cancers by modulating the microbiota. In addition to healthy nutrition practices, rational drug use strategies should be developed, and especially antibiotic treatments should be applied rationally to prevent all health problems related to dysbiosis, including GI cancers. Considering all these issues, it will be more realistic to develop microbiota-oriented strategies, especially in the prevention and treatment of GI cancers.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s11">
<title>Author contributions</title>
<p>DA, RBC, and PA: Conceptualization, Writing&#x2014;Review and Editing; EC, OC, ADB, MFN, IC, FM, AB, and SKS: Writing&#x2014;Original Draft Preparation; RC: Conceptualization, Writing&#x2014;Review and Editing, Supervision, Funding Acquisition.</p>
</sec>
<sec id="s12">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. The paper was funded under the National Recovery and Resilience Plan (NRRP), Mission 4 Component 2 Investment 1.3&#x2014;Call for tender No. 341 of 15 March 2022 of Italian Ministry of University and Research funded by the European Union&#x2014;NextGenerationEU. Project code PE00000003, Concession Decree No. 1550 of 11 October 2022, adopted by the Italian Ministry of University and Research, CUP E63C22002030007, Project title &#x201c;ON Foods&#x2014;Research and innovation network on food and nutrition Sustainability, Safety and Security&#x2014;Working ON Foods.&#x201d;</p>
</sec>
<ack>
<p>Figures were created with <ext-link ext-link-type="uri" xlink:href="http://BioRender.com">BioRender.com</ext-link>.</p>
</ack>
<sec sec-type="COI-statement" id="s13">
<title>Conflict of interest</title>
<p>EC was employed by the company MERCK S.P.A.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s14">
<title>Correction note</title>
<p>A correction has been made to this article. Details can be found at: <ext-link ext-link-type="uri" xlink:href="http://doi.org/10.3389/fphar.2025.1662597">10.3389/fphar.2025.1662597</ext-link>.</p>
</sec>
<sec sec-type="disclaimer" id="s15">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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<sec id="s16">
<title>Glossary</title>
<def-list>
<def-item>
<term id="G1-fphar.2023.1130562">
<bold>NCDs</bold>
</term>
<def>
<p>Non-communicable diseases</p>
</def>
</def-item>
<def-item>
<term id="G2-fphar.2023.1130562">
<bold>GI</bold>
</term>
<def>
<p>Gastrointestinal</p>
</def>
</def-item>
<def-item>
<term id="G3-fphar.2023.1130562">
<bold>DNA</bold>
</term>
<def>
<p>Deoxyribonucleic acid</p>
</def>
</def-item>
<def-item>
<term id="G4-fphar.2023.1130562">
<bold>nc-RNAs</bold>
</term>
<def>
<p>Non-coding RNAs</p>
</def>
</def-item>
<def-item>
<term id="G5-fphar.2023.1130562">
<bold>16S rRNA</bold>
</term>
<def>
<p>16S ribosomal RNA</p>
</def>
</def-item>
<def-item>
<term id="G6-fphar.2023.1130562">
<bold>SCFAs</bold>
</term>
<def>
<p>Short-chain fatty acids</p>
</def>
</def-item>
<def-item>
<term id="G7-fphar.2023.1130562">
<bold>IBD</bold>
</term>
<def>
<p>Inflammatory bowel disease</p>
</def>
</def-item>
<def-item>
<term id="G8-fphar.2023.1130562">
<bold>Tregs</bold>
</term>
<def>
<p>Regulatory T cells</p>
</def>
</def-item>
<def-item>
<term id="G9-fphar.2023.1130562">
<bold>NK</bold>
</term>
<def>
<p>Natural killer</p>
</def>
</def-item>
<def-item>
<term id="G10-fphar.2023.1130562">
<bold>HIF</bold>
</term>
<def>
<p>Hypoxia-induced factor</p>
</def>
</def-item>
<def-item>
<term id="G11-fphar.2023.1130562">
<bold>LPS</bold>
</term>
<def>
<p>Lipopolysaccharide metabolism</p>
</def>
</def-item>
<def-item>
<term id="G12-fphar.2023.1130562">
<bold>TAAs</bold>
</term>
<def>
<p>Tumor-associated antigens</p>
</def>
</def-item>
<def-item>
<term id="G13-fphar.2023.1130562">
<bold>TNF</bold>
</term>
<def>
<p>Tumor Necrosis Factor</p>
</def>
</def-item>
<def-item>
<term id="G14-fphar.2023.1130562">
<bold>IFN-&#x3b3;</bold>
</term>
<def>
<p>Interferon-gamma</p>
</def>
</def-item>
<def-item>
<term id="G15-fphar.2023.1130562">
<bold>MedDiet</bold>
</term>
<def>
<p>Mediterranean diet</p>
</def>
</def-item>
<def-item>
<term id="G16-fphar.2023.1130562">
<bold>MUFAs</bold>
</term>
<def>
<p>Monounsaturated fatty acids</p>
</def>
</def-item>
<def-item>
<term id="G17-fphar.2023.1130562">
<bold>PUFAs</bold>
</term>
<def>
<p>Polyunsaturated fatty acids</p>
</def>
</def-item>
<def-item>
<term id="G18-fphar.2023.1130562">
<bold>EPIC</bold>
</term>
<def>
<p>European Prospective Investigation into Cancer and Nutrition</p>
</def>
</def-item>
<def-item>
<term id="G19-fphar.2023.1130562">
<bold>DCA</bold>
</term>
<def>
<p>Deoxycholic acid</p>
</def>
</def-item>
<def-item>
<term id="G20-fphar.2023.1130562">
<bold>ITCs</bold>
</term>
<def>
<p>Isothiocyanates</p>
</def>
</def-item>
<def-item>
<term id="G21-fphar.2023.1130562">
<bold>COX-2</bold>
</term>
<def>
<p>Cyclooxygenase-2</p>
</def>
</def-item>
<def-item>
<term id="G22-fphar.2023.1130562">
<bold>AP-1</bold>
</term>
<def>
<p>Activator protein-1</p>
</def>
</def-item>
<def-item>
<term id="G23-fphar.2023.1130562">
<bold>iNOS</bold>
</term>
<def>
<p>Inducible nitric oxide synthase</p>
</def>
</def-item>
<def-item>
<term id="G24-fphar.2023.1130562">
<bold>ISAPP</bold>
</term>
<def>
<p>International Scientific Association of Probiotics and Prebiotics</p>
</def>
</def-item>
<def-item>
<term id="G25-fphar.2023.1130562">
<bold>PD-1</bold>
</term>
<def>
<p>Anti-programmed death 1</p>
</def>
</def-item>
<def-item>
<term id="G26-fphar.2023.1130562">
<bold>CTLA4</bold>
</term>
<def>
<p>Cytotoxic T-lymphocyte&#x2013;associated antigen 4</p>
</def>
</def-item>
<def-item>
<term id="G27-fphar.2023.1130562">
<bold>TLRs</bold>
</term>
<def>
<p>Toll-Like Receptors</p>
</def>
</def-item>
<def-item>
<term id="G28-fphar.2023.1130562">
<bold>PAMPs</bold>
</term>
<def>
<p>Pathogen-associated molecular patterns</p>
</def>
</def-item>
<def-item>
<term id="G29-fphar.2023.1130562">
<bold>HDAC</bold>
</term>
<def>
<p>Histone deacetylases</p>
</def>
</def-item>
<def-item>
<term id="G30-fphar.2023.1130562">
<bold>ROS</bold>
</term>
<def>
<p>Reactive oxygen specie</p>
</def>
</def-item>
<def-item>
<term id="G31-fphar.2023.1130562">
<bold>SFN</bold>
</term>
<def>
<p>Sulforaphane</p>
</def>
</def-item>
<def-item>
<term id="G32-fphar.2023.1130562">
<bold>GIT</bold>
</term>
<def>
<p>Gastrointestinal tract</p>
</def>
</def-item>
<def-item>
<term id="G33-fphar.2023.1130562">
<bold>ncRNA</bold>
</term>
<def>
<p>non-coding RNA</p>
</def>
</def-item>
<def-item>
<term id="G34-fphar.2023.1130562">
<bold>NT</bold>
</term>
<def>
<p>Nucleotides</p>
</def>
</def-item>
</def-list>
</sec>
</back>
</article>